A study of the correlation between livestock data analysis and the concentration of PM2.5 - Using the cloud computing platform

Chien Yuan Tseng, Jui Hung Chang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The subject of air pollution is paid increasing attention to in recent years. NH3 has significant effect on PM2.5, especially due to animal excrements and chemical fertilizer. Some PM2.5 monitoring data in Taiwan show that the concentration in south central Taiwan is apparently on the high side, and south central Taiwan has dense livestock and poultry. Therefore, this paper combines the livestock and poultry data opened by Taiwan Council of Agriculture (COA) with the PM2.5 data obtained by air monitoring stations opened by Taiwan Environmental Protection Administration (EPA), and uses SpatialHadoop to build a Cloud platform to analyze the correlation between Taiwan’s livestock data and the concentration of PM2.5. The analysis results show that the annual mean concentration of PM2.5 of the air monitoring station in the livestock and poultry dense region is higher than that in other regions by 33%.

Original languageEnglish
Title of host publicationQuality, Reliability, Security and Robustness in Heterogeneous Networks - 12th International Conference, QShine 2016, Proceedings
EditorsSangheon Pack, Jong-Hyouk Lee
PublisherSpringer Verlag
Pages75-85
Number of pages11
ISBN (Print)9783319607160
DOIs
Publication statusPublished - 2017 Jan 1
Event12th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2016 - Seoul, Korea, Republic of
Duration: 2016 Jul 72016 Jul 8

Publication series

NameLecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
Volume199
ISSN (Print)1867-8211

Other

Other12th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness, QShine 2016
CountryKorea, Republic of
CitySeoul
Period16-07-0716-07-08

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications

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